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Tumor inhibition in xenograft model of diffuse intrinsic pontine glioma via ultra-low and low-frequency magnetic field therapy. 超低低频磁场治疗对弥漫性脑桥固有胶质瘤异种移植模型的抑制作用。
IF 1.5 4区 生物学 Q3 BIOLOGY Pub Date : 2025-12-12 DOI: 10.1080/15368378.2025.2599291
Xavier Andres Figueroa, Lucas Lacambra, Michael Prados, B Michael Butters

A low-frequency (DC-22.05 kHz), time-varying magnetic field signal (rfe_A1A) was tested against the human-derived SF8628 cell line, a diffuse intrinsic pontine glioma (DIPG). This study was done to determine the efficacy and mechanism of action of the rfe_A1A signal, in vitro and in vivo. In vitro, an acellular tubulin polymerization assay and an SF8628 cell culture assay increased tubulin polymerization rates and reduced cell division, respectively. Mouse survival models of DIPG, subsequently exposed to the rfe_A1A signal, demonstrated significantly longer survival times and biomarker changes in Ki67 expression, consistent with a slowdown in cell-division rates. The rfe_A1A signal significantly increased survival time in a DIPG model, a novel strategy tested in clinical studies and compassionate use cases.

采用低频(DC-22.05 kHz)时变磁场信号(rfe_A1A)对人源性弥漫性脑桥胶质瘤(DIPG) SF8628细胞系进行了实验。本研究旨在研究rfe_A1A信号在体外和体内的作用机制。体外,非细胞微管蛋白聚合实验和SF8628细胞培养实验分别增加了微管蛋白聚合率和减少了细胞分裂。随后暴露于rfe_A1A信号的小鼠DIPG存活模型显示,存活时间明显延长,Ki67表达的生物标志物发生变化,与细胞分裂速率减慢一致。rfe_A1A信号显著增加了DIPG模型的生存时间,这是一种在临床研究和临床应用案例中测试的新策略。
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引用次数: 0
Determination of electrostatic charge in mosquitoes: method development, validation and utilization in proprietary insecticide aerosol technology. 蚊子静电电荷的测定:方法开发、验证和专有杀虫剂气溶胶技术的应用。
IF 1.5 4区 生物学 Q3 BIOLOGY Pub Date : 2025-12-04 DOI: 10.1080/15368378.2025.2597241
Apoorva Shandilya, Ayashaa Ahmad, K Manikandan, Avijit Das, Manas Sarkar

With an increased urbanization and climate change, the instances of mosquito-borne diseases are on rise leading to risk of epidemics, thus necessitating an effective method towards tackling. Recent advancements in the electrostatic fields have been in discussion for the control of mosquitoes. This study thus investigates the electrostatic charge on mosquitoes using a bespoke device. The charge on a single mosquito was determined to be 52 picocoulomb (pC). The method for charge determination was validated for commercial usage using the parameters specificity, limit of detection (LOD), limit of quantitation (LOQ), linearity, precision and robustness. The method was found to be sensitive and reliable; however, it may not fully capture the electrostatic characteristics of mosquitoes as occurring in natural conditions. Data generated for static charge of mosquitoes was used with a proprietary aerosol technology developed by Reckitt where charge attraction between aerosol droplets and flying mosquitoes was used for a better efficacy against the standard market aerosol available. Determination of charge on the mosquitoes forms the stepping stone for advancement of entomological research and development of effective insect control strategies.

随着城市化和气候变化的加剧,蚊子传播疾病的情况正在增加,导致流行病的风险,因此需要一种有效的解决方法。静电场的最新进展已被讨论用于控制蚊子。因此,本研究使用一种定制的装置来研究蚊子的静电荷。测定单个蚊子的电荷为52皮库仑(pC)。通过特异性、检出限(LOD)、定量限(LOQ)、线性度、精密度和鲁棒性等参数对该方法进行了商业应用验证。结果表明,该方法灵敏、可靠;然而,它可能不能完全捕捉蚊子在自然条件下发生的静电特性。由利洁时开发的专有气溶胶技术使用了蚊子静电荷产生的数据,该技术利用气溶胶液滴与飞行的蚊子之间的电荷吸引力,以更好地对抗市场上现有的标准气溶胶。蚊虫电荷的测定是推进昆虫学研究和制定有效昆虫防治策略的基础。
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引用次数: 0
Effect of ELF-EMF on cognitive functions, analgesia, and oxidative stress in rats with PTZ-induced epilepsy. ELF-EMF对ptz诱导癫痫大鼠认知功能、镇痛和氧化应激的影响。
IF 1.5 4区 生物学 Q3 BIOLOGY Pub Date : 2025-11-27 DOI: 10.1080/15368378.2025.2593267
Kader Gülmez, Ayşe Demirkazık, Ahmet Şevki Taşkıran

This study aimed to examine the impacts of extremely low-frequency (ELF)-electromagnetic field (EMF) on cognitive functions and analgesia in terms of total oxidant status (TOS) and total antioxidant status (TAS) in the experimental pentylenetetrazole (PTZ)-induced epilepsy model. Twenty-four Wistar albino male rats were categorized into four groups: sham, EMF, PTZ, and EMF+PTZ. The rats were repeatedly exposed to alternating 50-Hz and 5-mT EMF for 165 min a day for 7 days. Epileptic seizures were induced with PTZ. The levels of oxidative stress markers were measured. Univariate multifactorial one-way analysis of variance and post hoc Tukey's test were used for pairwise comparisons between groups. A statistically significant difference was observed in the learning and short-term memory levels in the EMF + PTZ group compared with the PTZ group (p < 0.001). Analgesia latency statistically significantly increased in the ELF-EMF and ELF-EMF+PTZ groups compared with both the control and epilepsy groups (p < 0.001). A statistically significant increase in TOS was found in the prefrontal cortex in the PTZ group compared with the sham group (p < 0.001). Also, TOS statistically significantly increased in the hippocampus in both PTZ and ELF-EMF+ PTZ groups compared with the sham group (p < 0.001). ELF-EMF decreased the increased TOS in the hippocampus of rats in the PTZ group.

本研究旨在探讨极低频(ELF)电磁场(EMF)对实验性戊四唑(PTZ)诱导癫痫模型认知功能和镇痛功能的影响,包括总氧化状态(TOS)和总抗氧化状态(TAS)。将24只雄性Wistar白化大鼠分为假手术组、EMF组、PTZ组和EMF+PTZ组。将大鼠反复暴露于50-Hz和5-mT交替电磁场中,每天165分钟,持续7天。PTZ诱导癫痫发作。测量氧化应激标志物的水平。组间两两比较采用单因素多因子单因素方差分析和事后Tukey检验。与PTZ组相比,EMF + PTZ组的学习和短期记忆水平有统计学上的显著差异(p p p p p)
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引用次数: 0
Mathematical modeling and analysis of nonlinear peristaltic transport in thermally radiative Williamson nanofluids with magneto-diffusive coupling. 具有磁-扩散耦合的热辐射Williamson纳米流体非线性蠕动输运的数学建模与分析。
IF 1.5 4区 生物学 Q3 BIOLOGY Pub Date : 2025-11-10 DOI: 10.1080/15368378.2025.2584978
Yasir Khan, Safia Akram, Arshad Riaz, Alia Razia, A Alameer

The present research examines the peristaltic blood flow by applying double diffusive convection confined in a non-uniform channel. The purpose is to study the impact of thermal radiation along with induced magnetic force utilizing the supposition of long wavelength and low Reynolds number. The study covers the impact of thermal radiation and double diffusion which has significant implementation in the public health sector. Moreover, the induced magnetic flux, used in Magnetic Resonance Imaging, is for diagnostic purposes in medicines and in therapies. Thermal radiation impact has been revealed under non-linearized Rosseland assumptions. The basic equations are first designed to simulate and then simplified using appropriate non-dimensional components. The resultant equations are numerically solved to evaluate the solution of pressure gradients, velocity, solute concentration, raise pressure, and nanoparticle volume fraction. The effectiveness of different emerging factors defining non-Newtonian hydrodynamic flow, such as the radiation parameter, Prandtl number, Hartmann number, Eckert number, particle volume fraction, electric field, and non-uniform parameter, is graphically demonstrated. The findings reveal the significant impact of Brinkman number on the temperature of the fluid. Thermal diffusion or conductivity increases with the rise in Brinkman number, and consequently the fluid's temperature increases. On the other hand, the decline in the concentration of the fluid is observed with increased Brinkman number. In addition, an increase in Soret and Dufour numbers also enhances the thermal diffusion and temperature which ultimately raises the fluid temperature. Heat radiation directly affects the concentration causing it to increase.

本研究通过在非均匀通道中施加双扩散对流来研究蠕动血流。目的是利用长波长和低雷诺数的假设,研究热辐射与感应磁力的影响。该研究涵盖了热辐射和双重扩散的影响,这在公共卫生部门得到了大量实施。此外,磁共振成像中使用的感应磁通量在药物和治疗中用于诊断目的。在非线性Rosseland假设下揭示了热辐射的影响。首先设计基本方程进行模拟,然后使用适当的无量纲分量进行简化。对所得方程进行了数值求解,以评估压力梯度、速度、溶质浓度、升压和纳米颗粒体积分数的解。用图形展示了不同的新兴因素定义非牛顿流体动力流动的有效性,如辐射参数、普朗特数、哈特曼数、埃克特数、颗粒体积分数、电场和非均匀参数。研究结果揭示了布林克曼数对流体温度的显著影响。随着布林克曼数的增加,热扩散或热导率增加,流体温度随之升高。另一方面,随着布林克曼数的增加,流体浓度呈下降趋势。此外,Soret数和Dufour数的增加也增强了热扩散和温度,最终提高了流体温度。热辐射直接影响浓度,使其增加。
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引用次数: 0
One-year follow-up of thyroid status in rats exposed to 2.45 Ghz radiofrequency radiation during the prenatal period. 产前暴露于2.45 Ghz射频辐射的大鼠甲状腺状态的一年随访。
IF 1.5 4区 生物学 Q3 BIOLOGY Pub Date : 2025-10-22 DOI: 10.1080/15368378.2025.2577318
Cemal Özyılmaz, Süleyman Daşdağ, Mehmet Faruk Oktay, Engin Ulukaya, Merve Erkısa Genel, Funda Emre, Korkut Yeğin

The aim of this study is to investigate the thyroid status of offspring exposed to prenatal 2.45 GHz radiofrequency radiation (RFR). In this study, which is the second phase of our previous study, the thyroids of rats exposed to prenatal 2.45 GHz RFR were examined one year after birth. The mothers of the offspring in the experimental group (n = 8) were exposed to 2.45 GHz RFR (whole-body specific absorption rate (SAR): 12 mW/kg; maximum point SAR: 25 mW/kg) 24 hours per day throughout pregnancy. The mothers in the sham group (n = 8) were kept under the same experimental conditions except for RFR exposure. The offspring in this study were not exposed to RFR after birth and continued their daily lives for one year. When the offspring reached one year of age, they were sacrificed and their thyroids were removed and evaluated. Mann-Whitney U and t tests were used for statistical analysis. Increases in fibrosis (p = 0.038), atypical thyrocytes (p = 0.002) and degenerated follicles (p = 0.007) and colloid reduction (p = 0.002) were found to be significant in the experimental group compared to the sham group. However, the increase in the percentage of apoptosis positive cells (p = 0.006) and H2A.X antibody levels (p = 0.007) showed a statistically significant difference in the experimental group compared to the sham group. This study provides evidence that prenatal exposure to 2.45 GHz RFR can induce persistent histological changes, increase apoptosis, and cause DNA double-strand breaks in thyroid tissue observed one year after birth. These results underscore the importance of further long-term studies to assess developmental risks associated with prenatal RFR exposure.

本研究旨在探讨产前暴露于2.45 GHz射频辐射(RFR)下的子代甲状腺状况。本研究是我们之前研究的第二阶段,在出生一年后,对暴露于产前2.45 GHz RFR的大鼠进行甲状腺检查。实验组(n = 8)后代的母亲暴露于2.45 GHz RFR(全身比吸收率(SAR): 12 mW/kg;最大点SAR: 25 mW/kg),在妊娠期间每天24小时。假手术组(n = 8)的母亲除RFR暴露外,保持相同的实验条件。本研究的后代在出生后没有暴露于RFR,并继续他们的日常生活一年。当后代长到一岁时,它们被处死,它们的甲状腺被切除并进行评估。采用Mann-Whitney U检验和t检验进行统计分析。与假手术组相比,实验组的纤维化(p = 0.038)、非典型甲状腺细胞(p = 0.002)、滤泡变性(p = 0.007)和胶体减少(p = 0.002)明显增加。而凋亡阳性细胞比例(p = 0.006)和H2A。X抗体水平实验组与假手术组比较差异有统计学意义(p = 0.007)。本研究提供了证据,证明产前暴露于2.45 GHz RFR可诱导出生1年后甲状腺组织持续组织学改变,增加细胞凋亡,并导致DNA双链断裂。这些结果强调了进一步长期研究的重要性,以评估与产前RFR暴露相关的发育风险。
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引用次数: 0
Biological effects on breast cancer cells of strong terahertz waves from a terahertz free-electron laser. 来自太赫兹自由电子激光的强太赫兹波对乳腺癌细胞的生物学影响。
IF 1.5 4区 生物学 Q3 BIOLOGY Pub Date : 2025-10-21 DOI: 10.1080/15368378.2025.2577314
Huan Zhou, Xiao-Yu Peng, Weijun Wang, Chengbin Zhao, Peng Zhang, Jie Liu, Peng Li, Julia Li Zhong, Xianqin Luo, Biyong Ren, De-Sheng Pei

It is of great importance to study the biological effects of terahertz (THz) waves on human cancer cells for their potential future applications in cancer therapy. However, only a few examples of distinct biological effects have been reported due to the lack of strong THz radiation sources. Here, we report our preliminary investigation using a strong THz source at 1.56 THz with an average power of ~ 10 W and an average intensity of ~129.1 mW/cm2 working at a repetition rate of 10 Hz for its macro pulses with duration of ~1 ms and micro pulse duration of ~ 1 ps at a repetition rate of 54.17 MHz from a THz free-electron laser to investigate its biological effects on breast cancer cells in vitro. We observed significant morphological changes in breast cancer cells after 2 hours irradiation and apoptosis after 3 hours irradiation. Most notably, after 4 hours irradiation, we observed obvious cytolysis and the disappearance of most breast cancer cells in the center of the THz beam spot. It is suggested that these biological effects could be attributed mainly to the non-thermal effect of the strong THz waves according to our separate experimental results on the morphological changes of the breast cancer cells induced solely by heat. Our results indicate the potential to leverage the apoptosis and cytolysis of cancer cells induced by strong THz waves for future cancer treatment applications.

研究太赫兹(THz)波对人类癌细胞的生物学效应对其在癌症治疗中的潜在应用具有重要意义。然而,由于缺乏强太赫兹辐射源,仅报道了几个明显生物效应的例子。本研究利用1.56 THz强太赫兹源,平均功率~ 10 W,平均强度~129.1 mW/cm2,以10 Hz的重复频率工作,其宏观脉冲持续时间~1 ms,微脉冲持续时间~1 ps,重复频率为54.17 MHz,初步研究了太赫兹自由电子激光器对乳腺癌细胞的体外生物学效应。我们观察到,照射2小时后,乳腺癌细胞发生了明显的形态学变化,照射3小时后,乳腺癌细胞发生了凋亡。最值得注意的是,照射4小时后,我们观察到太赫兹波束中心的大部分乳腺癌细胞明显溶解和消失。根据我们单独对热诱导乳腺癌细胞形态学变化的实验结果,认为这些生物学效应可能主要归因于强太赫兹波的非热效应。我们的研究结果表明,利用强太赫兹波诱导癌细胞凋亡和细胞溶解的潜力,在未来的癌症治疗中得到应用。
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引用次数: 0
Electromagnetic fields and oxidative stress: The link to the development of cancer, neurological diseases, and behavioral disorders. 电磁场和氧化应激:与癌症、神经系统疾病和行为障碍的发展有关。
IF 1.5 4区 生物学 Q3 BIOLOGY Pub Date : 2025-10-21 DOI: 10.1080/15368378.2025.2567872
Željko Leković

Background: Epidemiological studies suggest an association between exposure to electromagnetic fields (EMFs) and an increased incidence of malignant, cardiovascular, and neurodegenerative diseases. This study aims to elucidate the fundamental principles and plausible mechanisms by which EMFs may influence physiological and pathological processes that lead to disease development.

Materials and methods: Published reports of oxidative stress, DNA damage, and disease risk related to EMF exposure were examined. The literature review provided the foundation for building a new conceptual model called the Electromagnetic Pathogenesis (EMP) model.

Mechanisms: The EMP model proposes an increase in the probability of electron tunneling through the mitochondrial electron transport chain as the primary pathophysiological mechanism triggered by non-ionizing EMFs. Induced electric fields and quantum tunneling may enhance electron leakage during mitochondrial respiration, which is a major source of free radicals.

Findings: There is a deep connection between quantum tunneling, entropy, and Heisenberg's principle. As a direct consequence of Heisenberg's principle, еlectron tunneling is essentially involved in free radical production and entropy generation in cells. Both normal aging and chronic diseases may be considered as the biologic manifestations of increasing entropy. Heisenberg's principle underlies normal aging and sets the limit to life expectancy.

Social implications: The human brain, particularly the structural and functional networks that support social communication, is highly vulnerable to oxidative stress associated with EMF exposure. Long-term exposure may negatively affect social and reproductive behaviors in both men and women, potentially contributing to a decline in fertility rates and the acceleration of population aging.

背景:流行病学研究表明电磁场暴露与恶性、心血管和神经退行性疾病发病率增加之间存在关联。本研究旨在阐明电磁场影响导致疾病发展的生理和病理过程的基本原理和可能的机制。材料和方法:研究了与EMF暴露有关的氧化应激、DNA损伤和疾病风险的已发表报告。文献综述为建立电磁发病机制(EMP)模型提供了基础。机制:EMP模型提出,电子隧穿线粒体电子传递链的可能性增加,这是由非电离emf触发的主要病理生理机制。感应电场和量子隧穿可能增加线粒体呼吸过程中的电子泄漏,这是自由基的主要来源。发现:量子隧穿、熵和海森堡原理之间有很深的联系。作为海森堡原理的直接结果,电子隧穿本质上参与了细胞中自由基的产生和熵的产生。正常衰老和慢性疾病均可视为熵增的生物学表现。海森堡的原理是正常衰老的基础,并设定了预期寿命的极限。社会影响:人类大脑,特别是支持社会交流的结构和功能网络,极易受到与电磁场暴露相关的氧化应激的影响。长期接触可能对男性和女性的社会和生殖行为产生负面影响,可能导致生育率下降和人口老龄化加速。
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引用次数: 0
Assessing the potential of carbon fibre reinforced polymer shielding in protecting male reproductive health from mobile phone radiation. 评估碳纤维增强聚合物屏蔽在保护男性生殖健康免受移动电话辐射方面的潜力。
IF 1.5 4区 生物学 Q3 BIOLOGY Pub Date : 2025-10-10 DOI: 10.1080/15368378.2025.2571658
Irmawan Farindra, Soetjipto, Viskasari P Kalanjati, Alya Putri Sakinah, Warda Elmaida Rusdi, Andi Roesbiantoro, Bambang Edi Suwito, Irsandi Rizki Farmananda

Purpose: This study evaluates the protective potential of carbon fibre-reinforced polymer (CFRP) shielding against the adverse effects of 1800 MHz electromagnetic radiation (EMR) from mobile phones on male reproductive indicators in Wistar rats.

Materials and methods: Twenty-four adult male Wistar rats were randomly assigned to three groups (n = 8): i. control (no treatment); ii. EMR exposure; iii. EMR exposure with CFRP shielding. The exposure groups were exposed to EMR from an activated 1800 MHz and Specific Absorption Rate (SAR) = 0.897 W/Kg mobile phone for 2 hours/day for 30 days. The shielding consisted of four CFRP prepreg layers (two layers of 210 g/m² and two layers of 450 g/m²), with a total thickness of 2 mm. After the exposure period, sperm analysis (motility, viability, and morphology), serum testosterone, testicular histology, and malondialdehyde (MDA) levels were examined.

Results: EMR significantly reduced testosterone levels, sperm viability, sperm morphology, diameter of the seminiferous tubule (ST) (p < 0.05), and interstitial cells of Leydig counts compared to the control groups (p < 0.05). The results also revealed a significant increase in MDA levels in the EMR-exposed group compared to the control group (p < 0.05). Furthermore, the treatment had a positive effect on the CFRP shield group, as these variables were actually better compared to the EMR group without shield.

Conclusions: CFRP shielding is proven to reduce the negative impacts of 1800 MHz EMR emitted from mobile phone exposure on sperm quality, testosterone levels, histological testicular, and MDA levels of male Wistar rats.

目的:研究碳纤维增强聚合物(CFRP)屏蔽对手机1800 MHz电磁辐射(EMR)对Wistar大鼠雄性生殖指标的保护作用。材料与方法:将24只成年雄性Wistar大鼠随机分为3组(n = 8): i.对照组(未处理);2。EMR暴露;3。电磁辐射暴露与CFRP屏蔽。暴露组在激活的1800 MHz、比吸收率(SAR) = 0.897 W/Kg的手机上,每天暴露2小时,持续30天。屏蔽层由四层CFRP预浸料(两层210 g/m²,两层450 g/m²)组成,总厚度为2mm。暴露期后,检测精子分析(活力、活力和形态)、血清睾酮、睾丸组织学和丙二醛(MDA)水平。结果:EMR显著降低睾丸激素水平、精子活力、精子形态、精小管直径(p p p)。结论:CFRP屏蔽被证明可以减少来自手机暴露的1800 MHz EMR对雄性Wistar大鼠精子质量、睾丸激素水平、睾丸组织学和MDA水平的负面影响。
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引用次数: 0
Quantitative analysis and trends in the study of the effects of electromagnetic radiation on the nervous system from a bibliometric perspective. 从文献计量学角度研究电磁辐射对神经系统影响的定量分析和趋势。
IF 1.5 4区 生物学 Q3 BIOLOGY Pub Date : 2025-10-03 DOI: 10.1080/15368378.2025.2568667
Ketao Liang, Wenying Zhou, Xueqin Li, Jianjun Wu, Dekui Li, Yahui Xie, Xingmin Wei

With the rapid development of communication technology, the potential health risk of electromagnetic radiation (EMR) to the nervous system has aroused widespread concern. This study systematically reviews the research progress in the field of EMR-neurological interactions during 2013-2024, revealing its research hotspots and future trends. Based on WOS database, this study adopts bibliometric method combined with visualization technology for multidimensional analysis. The construction of visual maps of countries, institutions, authors, keywords and other elements is realized through CiteSpace and VOSviewer software, which systematically reveals the developmental lineage and knowledge structure of the research field. The study reveals that the field has been growing continuously, with China, Iran and the United States as the core research countries, the Chinese Academy of Military Medical Sciences and other organizations contributing prominently, and Environment International leading the list with an impact factor of 21.90. High-frequency keywords include "adolescents,"hippocampus" and "synaptic plasticity", reflecting the focus of research on neurodevelopmental and functional impairments. The study points out that although the mechanism of the neurological effects of electromagnetic radiation has been achieved, its molecular mechanisms and therapeutic interventions still need to be further explored. This study provides a systematic reference for scholars around the world, helps to promote the development of the field of neural effects of electromagnetic radiation, and provides a scientific basis for public health protection.

随着通信技术的飞速发展,电磁辐射对神经系统潜在的健康危害引起了人们的广泛关注。本研究系统回顾了2013-2024年emr -神经相互作用领域的研究进展,揭示了该领域的研究热点和未来趋势。本研究基于WOS数据库,采用文献计量学方法结合可视化技术进行多维分析。通过CiteSpace和VOSviewer软件实现国家、机构、作者、关键词等要素的可视化地图构建,系统揭示研究领域的发展脉络和知识结构。研究显示,该领域持续增长,中国、伊朗和美国是核心研究国家,中国军事医学科学院等组织贡献突出,环境国际以21.90的影响因子位居榜首。高频关键词包括“青少年”、“海马体”和“突触可塑性”,反映了对神经发育和功能障碍的研究重点。研究指出,虽然电磁辐射对神经系统的影响机制已经得到明确,但其分子机制和治疗干预措施仍需进一步探索。本研究为国内外学者提供了系统的参考,有助于促进电磁辐射神经效应研究领域的发展,为公众健康防护提供科学依据。
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引用次数: 0
Performance evaluation and personalized electric field prediction of the deep H1 coil in the human brain based on simulation and machine learning. 基于仿真和机器学习的人脑深H1线圈性能评价与个性化电场预测
IF 1.5 4区 生物学 Q3 BIOLOGY Pub Date : 2025-09-23 DOI: 10.1080/15368378.2025.2561001
Xinhua Tan, Ao Guo, Yifan Wang, Jiasheng Tian, Jian Shi, Yingwei Li

Deep transcranial magnetic stimulation (DTMS) has been increasingly used to treat neurological disorders in recent years. However, owing to the complicated configuration of DTMS coils, such as the H1 coil, the electric field induced by it in the personalized human brain is so varied and complex that its transcranial magnetic stimulation performances, especially focusing behavior and depth characteristics, have to be studied and evaluated further before clinical application. Therefore, besides the effects of the excitation frequency of the H1 coils, two types of magnetic shielding blocks (MSBs) with various dimensions were analyzed, and the H1 coil circuit structure with flexible length adjustment and its coil spacing were also investigated in this study. Finally, a machine learning model based on an optimizable tree algorithm was established to rapidly predict the induced electric field in the personalized human brain. Results demonstrated that the half-value depth D1/2 of the electric field induced by the H1 coil could reach 3.67 cm, which was deeper than that by the figure-of-eight (FOE) coil (<1.6 cm), but its focusing (half-value) volume V1/2 was 567.94 cm3, larger than that of the FOE coil. After introducing MSBs, reasonably adjusting the coil circuit length and the coil spacing, V1/2 was reduced to 81.748 cm3, with a slight increase in D1/2. The proposed machine learning model exhibited a good prediction performance (R2 = 0.99, etc.) and only took about 0.014 s to finish predicting the induced electric field in the personalized human brain for rapidly evaluating the H1 coil performance in clinical practices.

近年来,深经颅磁刺激(DTMS)越来越多地用于治疗神经系统疾病。然而,由于H1线圈等DTMS线圈结构复杂,其在个性化人脑中产生的电场变化复杂,其经颅磁刺激性能,特别是聚焦行为和深度特征,在临床应用前还需进一步研究和评估。因此,除了H1线圈激励频率的影响外,本研究还分析了两种不同尺寸的磁屏蔽块(msb),并对具有柔性长度调节的H1线圈电路结构及其线圈间距进行了研究。最后,建立了一种基于可优化树算法的机器学习模型,用于快速预测个性化人脑中的感应电场。结果表明,H1线圈感应电场的半值深度D1/2可达3.67 cm,比FOE线圈的半值深度深(V1/2为567.94 cm3,比FOE线圈的半值深度大)。引入msb后,合理调整线圈电路长度和线圈间距,V1/2减小到81.748 cm3, D1/2略有增加。所提出的机器学习模型具有良好的预测性能(R2 = 0.99等),仅需0.014 s左右即可完成对个性化人脑中的感应电场的预测,用于临床实践中快速评估H1线圈的性能。
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Electromagnetic Biology and Medicine
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